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Dataset size and composition impact the reliability of performance benchmarks for peptide-MHC binding predictions.
Yohan Kim
John Sidney
Søren Buus
Alessandro Sette
Morten Nielsen
Bjoern Peters
Published in:
BMC Bioinform. (2014)
Keyphrases
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mhc class ii
binding peptides
benchmark datasets
memory requirements
immune response
database
knn
protein classification
major histocompatibility complex
neural network
object recognition
web service composition
failure rate
highly reliable
benchmark suite
tandem mass spectra